{"product_id":"spark-in-action-second-edition-covers-apache-spark-3-with-examples-in-java-python-and-scala","title":"Spark in Action, Second Edition: Covers Apache Spark 3 with Examples in Java, Python, and Scala","description":"Summary\nThe Spark distributed data processing platform provides an easy-to-implement tool for ingesting, streaming, and processing data from any source. In Spark in Action, Second Edition, you’ll learn to take advantage of Spark’s core features and incredible processing speed, with applications including real-time computation, delayed evaluation, and machine learning. Spark skills are a hot commodity in enterprises worldwide, and with Spark’s powerful and flexible Java APIs, you can reap all the benefits without first learning Scala or Hadoop.\n\nForeword by Rob Thomas.\n\nPurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\n\nAbout the technology\nAnalyzing enterprise data starts by reading, filtering, and merging files and streams from many sources. The Spark data processing engine handles this varied volume like a champ, delivering speeds 100 times faster than Hadoop systems. Thanks to SQL support, an intuitive interface, and a straightforward multilanguage API, you can use Spark without learning a complex new ecosystem.\n\nAbout the book\nSpark in Action, Second Edition, teaches you to create end-to-end analytics applications. In this entirely new book, you’ll learn from interesting Java-based examples, including a complete data pipeline for processing NASA satellite data. And you’ll discover Java, Python, and Scala code samples hosted on GitHub that you can explore and adapt, plus appendixes that give you a cheat sheet for installing tools and understanding Spark-specific terms.\n\nWhat's inside\n\nWriting Spark applications in Java\nSpark application architecture\nIngestion through files, databases, streaming, and Elasticsearch\nQuerying distributed datasets with Spark SQL\n\nAbout the reader\nThis book does not assume previous experience with Spark, Scala, or Hadoop.\n\nAbout the author\nJean-Georges Perrin is an experienced data and software architect. He is France’s first IBM Champion and has been honored for 12 consecutive years.\n\nTable of Contents\n\nPART 1 - THE THEORY CRIPPLED BY AWESOME EXAMPLES\n\n1 So, what is Spark, anyway?\n\n2 Architecture and flow\n\n3 The majestic role of the dataframe\n\n4 Fundamentally lazy\n\n5 Building a simple app for deployment\n\n6 Deploying your simple app\n\nPART 2 - INGESTION\n\n7 Ingestion from files\n\n8 Ingestion from databases\n\n9 Advanced ingestion: finding data sources and building\n\nyour own\n\n10 Ingestion through structured streaming\n\nPART 3 - TRANSFORMING YOUR DATA\n\n11 Working with SQL\n\n12 Transforming your data\n\n13 Transforming entire documents\n\n14 Extending transformations with user-defined functions\n\n15 Aggregating your data\n\nPART 4 - GOING FURTHER\n\n16 Cache and checkpoint: Enhancing Spark’s performances\n\n17 Exporting data and building full data pipelines\n\n18 Exploring deployment\u003cbr\u003eASIN: 1617295523\u003cbr\u003eVSKU: DBV.1617295523.G\u003cbr\u003eCondition: Good\u003cbr\u003eAuthor\/Artist:Perrin, Jean-Georges\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: Gently used with minimal wear on the corners and cover. A few pages may contain light highlighting or writing, but the text remains fully legible. Dust jacket may be missing, and supplemental materials like CDs or codes may not be included. May be ex-library with library markings. Ships promptly!  \u003cbr\u003e","brand":"Dream Books Co.","offers":[{"title":"Default Title","offer_id":41598211817530,"sku":"DBV.1617295523.G","price":11.84,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/6011\/0138\/files\/1617295523-0.jpg?v=1786848629","url":"https:\/\/shop.dreambooksco.com\/products\/spark-in-action-second-edition-covers-apache-spark-3-with-examples-in-java-python-and-scala","provider":"Dream Books Co.","version":"1.0","type":"link"}